Automated 3-D lung tumor detection and classification by an active contour model and CNN classifier.
Gopi KasinathanSelvakumar JayakumarAmir H. GandomiManikandan RamachandranSimon James FongRizwan PatanPublished in: Expert Syst. Appl. (2019)
Keyphrases
- tumor detection
- classification method
- classification scheme
- classification algorithm
- automated classification
- classification process
- support vector machine
- classification rate
- decision trees
- class labels
- nearest neighbor classifier
- training samples
- support vector
- k nearest neighbour
- lung disease
- feature space
- feature selection
- feature set
- training set
- higher classification accuracy
- convolutional neural network
- svm classifier
- binary classifiers
- classification models
- support vector machine svm
- probabilistic classifiers
- machine learning
- learning vector quantization
- individual classifiers
- classifier combination
- classification accuracy
- feature extraction
- pattern recognition
- bayesian classifier
- decision boundary
- supervised learning
- multiple classifiers
- object boundaries
- knn
- learning algorithm
- computer vision
- roc curve
- training data
- extracted features
- computer aided
- face detection
- text classification
- image classification
- multi class
- image analysis